Recommender systems courses can help you learn collaborative filtering, content-based filtering, and hybrid approaches to personalization. You can build skills in data analysis, user behavior modeling, and algorithm evaluation. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing machine learning algorithms, as well as frameworks for managing large datasets and user interactions.

Google Cloud
Skills you'll gain: Google Workspace, Technical Communication, Technical Support, Gmail, Issue Tracking, Technical Support and Services, Problem Management, Identity and Access Management, Email Security, Systems Administration, File Management, Data Sharing, Data Access, Cloud Storage
Beginner · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Design Thinking, Reinforcement Learning, Environmental Social And Corporate Governance (ESG), Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Project Management, Feasibility Studies, Infrastructure Security, Financial Statements, Logistic Regression, Systems Thinking, Product Development, Asset Management, Environmental Management Systems, Data Ethics, Climate Change Mitigation, Project Risk Management
Degree · 1 - 4 Years
Universidad de los Andes
Skills you'll gain: User Story, Supervised Learning, Cloud-Native Computing, Software Architecture, LLM Application, Test Automation, User Interface and User Experience (UI/UX) Design, Design Thinking, Unsupervised Learning, Process Analysis, Organizational Strategy, Data Storytelling, Classification Algorithms, Kotlin, Dashboard, Deep Learning, Engineering Management, Stakeholder Management, Technology Strategies, Site Reliability Engineering
Degree · 1 - 4 Years

Google Cloud
Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Data Infrastructure, Cloud Storage, Model Training, Data Storage, Cloud Computing Architecture, Data Architecture, Data Storage Technologies, Data Access, Data Pipelines, Cloud Solutions, Model Deployment, File Systems, Data Preprocessing, Distributed Computing
Intermediate · Course · 1 - 3 Months

Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Systems, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, Model Evaluation, Software Development Methodologies, Usability, Recurrent Neural Networks (RNNs), Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors
Degree · 1 - 4 Years

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Database Management, Database Management Systems, Probability, Economics, SQL, Plot (Graphics), Data Compilation, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Surveys, International Finance
Postgraduate Diploma · 6 - 12 Months

Skills you'll gain: Teradata SQL, Data Import/Export, Data Migration, Extract, Transform, Load, Query Languages, SQL, Identity and Access Management, Google Cloud Platform, Data Warehousing, Role-Based Access Control (RBAC), Data Modeling, Database Design, Database Management Systems, Data Integration, Database Architecture and Administration, Data Management, Capacity Management
Intermediate · Course · 1 - 3 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Cryptographic Protocols, Cybersecurity, Email Security, Firewall, Algorithms, Data Integrity
Intermediate · Course · 1 - 3 Months
Universidad de Palermo
Skills you'll gain: Human Resource Strategy, Performance Measurement, Strategic Marketing, Team Performance Management, Human Capital, Human Resources Management and Planning, Human Resources, Marketing, Organizational Strategy, Marketing Operations, Data-Driven Marketing, Key Performance Indicators (KPIs), Branding, Information Systems, IT Management, Management Information Systems, Marketing Planning, Leadership and Management, Business Management, Business Leadership
Mastertrack · 6 - 12 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Gemini, Agentic Workflows, Generative AI Agents, AI Security, Model Deployment, AI Workflows, AI Orchestration, Agentic systems, AI Integrations, LLM Application, Cloud Security, Artificial Intelligence, Generative AI, Productivity Software, Scheduling
Beginner · Course · 1 - 3 Months

Intermediate · Course
University of Colorado Boulder
Skills you'll gain: Computer Vision, Power Electronics, Convolutional Neural Networks, Display Devices, Control Systems, Hardware Design, Electronic Hardware, Image Analysis, Computer Displays, Tensorflow, Engineering Documentation, Embedded Software, Electronic Systems, Technical Communication, Embedded Systems, Deep Learning, Systems Design, Artificial Neural Networks, Electrical Engineering, Semiconductors
Graduate Certificate · 6 - 12 Months